MyTreat Team gave two presentations of the recent research outputs on deep learning based blood glucose prediction and on the impact of errors in carbohydrate estimation on blood glucose control at the 14th Symposium on Neural Networks and Applications (NEUREL) in Belgrade, Serbia.
The two papers are titled:
Predicting Blood Glucose with an LSTM and Bi-LSTM Based Deep Neural Network
Qingnan Sun, Marko Jankovic, Lia Bally and Stavroula Mougiakakou
Impact of Errors in Carbohydrate Estimation on Control of Blood Glucose in Type 1 Diabetes
Qingnan Sun, Marko Jankovic and Stavroula Mougiakakou